most citedSupervised Learning Based Real-Time Adaptive Beamforming On-board Multibeam Satellites

1 citations · 2 across the 9 of their papers we have counts for

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9 papers

eess.SY20231 cited

Genetic Algorithm-based Beamforming in Subarray Architectures for GEO Satellites

Juan Andrés Vásquez-Peralvo, Jorge Querol, Eva Lagunas +5

The incorporation of subarrays in Direct Radiating Arrays for satellite missions is fundamental in reducing the number of Radio Frequency chains, which correspondingly diminishes c…

eess.SP20231 cited

Supervised Learning Based Real-Time Adaptive Beamforming On-board Multibeam Satellites

Flor Ortiz, Juan A. Vasquez-Peralvo, Jorge Querol +6

Satellite communications (SatCom) are crucial for global connectivity, especially in the era of emerging technologies like 6G and narrowing the digital divide. Traditional SatCom s…

cs.LG2023

Flexible Payload Configuration for Satellites using Machine Learning

Marcele O. K. Mendonca, Flor G. Ortiz-Gomez, Jorge Querol +5

Satellite communications, essential for modern connectivity, extend access to maritime, aeronautical, and remote areas where terrestrial networks are unfeasible. Current GEO system…

eess.SP2023

ML-based PBCH symbol detection and equalization for 5G Non-Terrestrial Networks

Inés Larráyoz-Arrigote, Marcele O. K. Mendonca, Alejandro Gonzalez-Garrido +6

This paper delves into the application of Machine Learning (ML) techniques in the realm of 5G Non-Terrestrial Networks (5G-NTN), particularly focusing on symbol detection and equal…

eess.SY2023

Harnessing Supervised Learning for Adaptive Beamforming in Multibeam Satellite Systems

Flor Ortiz, Juan A. Vasquez-Peralvo, Jorge Querol +5

In today's ever-connected world, the demand for fast and widespread connectivity is insatiable, making multibeam satellite systems an indispensable pillar of modern telecommunicati…

cs.NI2023

Adaptive Timers and Buffer Optimization for Layer-2 Protocols in 5G Non-Terrestrial Networks

Chandan Kumar Sheemar, Sumit Kumar, Jorge Querol +1

Interest in the integration of Terrestrial Networks (TN) and Non-Terrestrial Networks (NTN); primarily satellites; has been rekindled due to the potential of NTN to provide ubiquit…